Deep Generative Models

Course for the students of HSE University AMI program Moscow and Saint-Petersburg campuses, and Yandex School of Data Analysis.

Lecture: Denis Derkach

Seminars: Maksim Artemev, Artem Ryzhikov

Assistents: Aleksander Markovich, Sergey Chervontsev

Notion: https://www.notion.so/mrartemevstudents/Generative-models-HSE-4ba9fa3db4f341d98cfa2bfe2c04ad1f

Results:

HW1 Autoencoders

Report (in Russian)

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Results:

Omniglot reconstruction

HW2 StarGAN

Report(in Russian):

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Results:

Data example:

CelebA feature translation

HW3 VAE + Glow

Report (in Russian)

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Results:

Data example:

VAE Generation Glow: